Open access
Aug 2026
BRPE-UNet: A Multi-Scale Feature Enhancement Network with Polarized Self-Attention and Adaptive Edge Refinement for Farmland Road Extraction
The precise extraction of field roads in hilly and terrace farmlands poses great challenges for remote sensing analysis. Farm roads are narrow and irregular, with spectra close to crop ridges, and frequently covered by tree and building shadows. Traditional segmentation methods easily produce missed detection, broken a...
Shuai Yang, Xiao-Yan Meng, Liang Yu et al.
· Applied Sciences · 0 citations